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山东大学学报（理学版） ›› 2018, Vol. 53 ›› Issue (1): 30-37.doi: 10.6040/j.issn.1671-9352.2.2017.303

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基于OpenStack的云计算网络性能测量与分析

王小艳1,陈兴蜀1,2*,王毅桐2,葛龙2   

  1. 1. 四川大学网络空间安全学院, 四川 成都 610065;2. 四川大学计算机学院, 四川 成都 610065
  • 收稿日期:2017-08-28 出版日期:2018-01-20 发布日期:2018-01-19
  • 通讯作者: 陈兴蜀(1968— ),女,博士,教授,研究方向为云计算、大数据安全研究. E-mail:chenxsh@scu.edu.cn E-mail:kakawxy@126.com
  • 作者简介:王小艳(1995— ),女,硕士研究生,研究方向为云计算虚拟网络研究. E-mail:kakawxy@126.com
  • 基金资助:
    国家自然科学基金资助项目(61272447)

Performance measurement and analysis of cloud computing network based on OpenStack

WANG Xiao-yan1, CHEN Xing-shu1,2*, WANG Yi-tong2, GE Long2   

  1. 1. College of Cybersecurity, Sichuan University, Chengdu 610065, Sichuan, China;
    2. College of Computer Science, Sichuan University, Chengdu 610065, Sichuan, China
  • Received:2017-08-28 Online:2018-01-20 Published:2018-01-19

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摘要： 虚拟网络服务是云计算的一个核心服务,随着云计算技术的发展,虚拟网络服务的实现方法和技术越来越多,搭建网络高可用云计算平台是云服务提供商关注的热点问题。使用重放流量的方式生成背景流量,基于OpenStack云平台对云计算虚拟网络中虚拟路由服务、虚拟交换机及租户虚拟网络模式的不同实现方法和技术进行了分析和测量。详细对比了各种实现方法和技术并给出了适用场景,为云服务提供商搭建网络服务高可用云平台提供了参考和指南。

关键词: OpenStack, 性能测量, 云计算, 虚拟网络

Abstract: Virtual network service is a core service of cloud computing. With the development of cloud computing, various methods and techniques of virtual network are implemented. It is a hotspot for the cloud service providers to build a high available cloud computing platform. The different methods and techniques for virtual routing service, virtual switch and tenant virtual network mode in cloud computing virtual network which based on the OpenStack cloud platform are analyzed and measured by using replay traffic to generate background traffic. A detailed comparison of various methods and techniques and the applicable scenarios are given, it provides the reference and guidance for cloud service provider to build network service cloud platform.

Key words: performance measurement, OpenStack, cloud computing, virtual network

中图分类号: 

  • TP302.7
[1] Cloud Security Alliance. Security guidance for critical areas of focus in cloud computing V3.0 [EB/OL].(2011-04-01)[2017-05-28]. https://cloudsecurityalliance.org/guidance/csaguide.v3.0.pdf.
[2] 李俊武. 云计算网络珠玑[M]. 北京:电子工业出版社, 2015. LI Junwu. Cloud computing network[M]. Beijing: Publishing House of Electronics Industry, 2015.
[3] 余海涛. 基于OpenStack开源云平台的网络模型研究[D]. 吉林大学, 2014. XU Haitao. The network model research based on OpenStack open source cloud platform[J]. Jilin University, 2014.
[4] 刘志聪,李秦伟,王胜俊. OpenStack云平台Neutron的研究与测试[J]. 自动化与仪器仪表, 2015(6):85-87. LIU Zhicong, LI Qinwei, WANG Shengjun. Research and testing of the OpenStack cloud platform Neutron[J]. Automation and Instrumentation, 2015(6):85-87.
[5] 李莉, 李纪成, 张超然, 等. 基于OpenStack云平台Neutron关键技术研究[J]. 长春理工大学学报(自然科学版), 2015, 38(6):114-117. LI Li, LI Jicheng, ZHANG Chaoran, et al. Research on key technologies of Neutron based on OpenStack cloud platform [J]. Journal of Changchun University of Science and Technology, 2015, 38(6):114-117.
[6] 李洁, 何军. 云计算操作系统网络虚拟化模块Neutron分析研究[J]. 软件, 2016, 37(1):21-23+27. LI Jie, HE Jun. Research on neutron——the network module of cloud Operation system[J]. Computer Engineering & Software, 2016, 37(1):21-23+27.
[7] 丁浩. 云环境下网络性能测量与服务优化的研究[D]. 北京科技大学, 2016. DING Hao. Study on network performance measurement and service optimization in cloud computing [D]. University of Science & Technology Beijing, 2016.
[8] TUAN-ANH B U I, CANINI M, TRAN V H, et al. Cloud network performance analysis: an OpenStack case study[J]. 2016.
[9] CALLEGATI F, CERRONI W, CONTOLI C. Virtual networking performance in OpenStack platform for network function virtualization[J]. Journal of Electrical and Computer Engineering, 2016, 2016(4):1-15.
[10] 谢迎运. 基于DVR的OpenStack网络流量路径及其统计研究[D]. 武汉:武汉邮电科学研究院, 2017. XIE Yingyun. Reasearch traffic path and its statistics of network based on OpenStack DVR[D]. FiberHome Technologies Group, 2017.
[11] GEBREYOHANNES M B. Network performance study on OpenStack cloud computing[D]. Department of Informatics University of Oslo, 2014
[12] SANS F, GAMESS E. Analytical performance evaluation of different switch solutions[J]. Journal of Computer Networks and Communications, 2013, 2013:1-11.
[13] 刘志聪. 云计算中租户虚拟网络的管理研究[D]. 贵州大学, 2016. LIU Zhicong, Management research of tenant virtual network in cloud computing[D]. Guizhou University, 2016.
[14] VAN V N, LONG N Q, LE D N, et al. Performance analysis of network virtualization in cloud computing infrastructures on OpenStack[M] //Innovations in Computer Science and Engineering. Springer Singapore, 2016: 95-103.
[15] 张飞朋, 陈琳, 张京京. 面向大规模复杂网络测量和性能瓶颈分析方法[J]. 计算机科学与探索, 2017, 11(2):262-270. ZHANG Feipeng, CHEN Lin, ZHANG Jingjing. Measurement and performance bottleneck analysis method for large-scale complex networks[J]. Journal of Frontiers of Computer Science and Technology, 2017, 11(2): 262-270.
[16] 刘辉邦. 云计算动态虚拟网络的性能研究及测量[D].上海交通大学, 2015. LIU Banghui. Performance analysis and measurement of dynamic virtual network in cloud computing[D]. Shanghai Jiao Tong University, 2015.
[17] 张白,宋安军. 基于Iperf的网络性能测量研究[J]. 电脑知识与技术, 2009, 5(36): 10227-10229 ZHANG Bai, SONG Anjun. Iperf-based network performance measurement[J]. Computer Knowledge and Technology, 2009,5(36): 10227-10229.
[18] 曾瀚. 基于Neutron的SDN技术发展分析[J]. 信息与电脑, 2016(13): 27-29+32 ZENG Han. Development and analysis of sdn based on neutron[J]. China Computer & Communication, 2016(13): 27-29+32
[19] TAMURA Y, YAMADA S. Reliability computing and management considering the network traffic for a cloud computing[J]. Annals of Operations Research, 2016, 244(1):1-14.
[20] TORNYAI R, PFLANZNER T, SCHMIDT A, et al. Performance analysis of an OpenStack private cloud[C] //International Conference on Cloud Computing and Services Science, 2016:282-289.
[21] OpenStack Network-guide[EB/OL]. [2017-04-15]. https://docs.openstack.org/ocata/networking-guide/
[22] 王保平. 基于Neutron的流量瓶颈及其可控性关键问题研究[D]. 北京工业大学, 2015. WANG Baoping. Research on key problems of traffic bottleneck and controllability based on neutron[D]. Beijing university of technology, 2015.
[23] CALLEGATI F, CERRONI W, CONTOLI C, et al. Performance of network virtualization in cloud computing infrastructures:the OpenStack case[C] //IEEE International Conference on Cloud NETWORKING. IEEE, 2014:132-137.
[24] ZHAO S, LI L, YANG J, et al. Deployment and performance evaluation of virtual network based on OpenStack[J]. Proceedings of International Workshop on Cloud Computing & Information Security, 2013, 52(2):18-22.
[25] SHAMUGAM V, MURRAY I, LEONG J A, et al. Software defined networking challenges and future direction: a case study of implementing SDN features on OpenStack private cloud[C] // Materials Science and Engineering Conference Series, 2016:012003.
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